Creating learning environments that integrate arts, sciences, and computing in education can improve learning in these disciplines. In particular, transdisciplinary integrations of these disciplines can lead to expansive alterations or dissolutions of epistemological, ideological, and methodological boundaries. We wish to support teachers in the…

As scientific models of student thinking, learning progressions (LPs) have been evaluated in terms of one important, but limited, criterion: fit to empirical data. We argue that LPs are not empirically adequate, largely because they rely on problematic assumptions of theory-like coherence in students' thinking. Through an empirical investigation…

In this study, we explore how cross-linguistic differences can contribute to children's scientific thinking. We compared first and third grade Chinese students' pre-instructional ideas of the earth expressed in clinical interviews with that of their English-speaking and Greek-speaking counterparts (as recorded in the literature). Inspired by a…

Learning progressions have been demarcated by some for science education, or only concerned with levels of sophistication in student thinking as determined by logical analyses of the discipline. We take the stance that learning progressions can be leveraged in mathematics education as a form of curriculum research that advances a linked…

This article reports on a case study from a design-based research project that investigated how students make sense of the disciplinary tools they are taught to use, and specifically, what personal, interpersonal, and material resources support this process. The probability topic of binomial distribution was selected due to robust documentation of…

Investigated thinking patterns of fourth- and seventh-grade dyads collaborating on a projection of shadows task. Found that on average students gained in transformational reasoning but not in geometric description; however, the opposite was true for one quarter. Results suggest the need to take into account the plurality of goals, interests, and…

Presents ongoing research for constructing formal models of learning in rich problem-solving domains. The underlying framework for the research is aimed at integrating models of active, goal-oriented learning processes with theories of problem-solving and cognitive skill development. Indicates that the particular self-explanation and…

Two experiments involved an intelligent tutoring system for the Carnegie Mellon University Lisp Tutor using production system theories of transfer and analogical problem solving. Results suggested that acquisition of cognitive skills is facilitated by high degrees of metacognition, which includes higher level monitoring of states of knowledge,…

This research examines adolescents' learning about a historical issue from multiple information sources. Adolescents read 2 contradictory texts explaining the Fall of Rome and thought out loud after each sentence. After reading, a series of questions probed their understanding and ability to reason with the information. Think-aloud protocols were…

Two experiments examined the relationship between reasoning skills, student grade, ability, and knowledge levels. Findings were interpreted in terms of a two-component model: a knowledge-experiential component and the conventions of reasoning. Results indicated that consideration of the relation of reasoning to learning and to instruction…